Farkle strategy tourney by freq (17 million rows)

Brought to you by YData

Dataset statistics

Number of variables	10
Number of observations	16,683,936
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	7,551
Duplicate rows (%)	< 0.1%
Total size in memory	381.9 MiB
Average record size in memory	24.0 B

Variable types

Numeric	1
Categorical	1
Boolean	8

Alerts

Dataset has 7551 (< 0.1%) duplicate rows	Duplicates

Reproduction

Analysis started	2025-06-30 09:47:17.975893
Analysis finished	2025-06-30 09:49:10.671673
Duration	1 minute and 52.7 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

score_threshold
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	579.6617

Minimum	200
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	127.3 MiB

Quantile statistics

Minimum	200
5-th percentile	200
Q1	350
median	550
Q3	800
95-th percentile	1000
Maximum	1000
Range	800
Interquartile range (IQR)	450

Descriptive statistics

Standard deviation	243.5397
Coefficient of variation (CV)	0.4201411
Kurtosis	-1.1871308
Mean	579.6617
Median Absolute Deviation (MAD)	200
Skewness	0.10437537
Sum	9.6710386 × 10⁹
Variance	59311.587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
250	1112574	6.7%
300	1110206	6.7%
350	1075235	6.4%
200	1067919	6.4%
400	1044005	6.3%
450	1012852	6.1%
600	1009826	6.1%
500	1007400	6.0%
550	1005980	6.0%
650	972930	5.8%
Other values (7)	6265009	37.6%

Value	Count	Frequency (%)
200	1067919	6.4%
250	1112574	6.7%
300	1110206	6.7%
350	1075235	6.4%
400	1044005	6.3%
450	1012852	6.1%
500	1007400	6.0%
550	1005980	6.0%
600	1009826	6.1%
650	972930	5.8%

Value	Count	Frequency (%)
1000	850778	5.1%
950	862768	5.2%
900	874679	5.2%
850	886942	5.3%
800	905544	5.4%
750	925592	5.5%
700	958706	5.7%
650	972930	5.8%
600	1009826	6.1%
550	1005980	6.0%

dice_threshold
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	795.6 MiB

3	4208912
4	4001366
2	3822713
1	2652322
0	1998623

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	16,683,936
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	4208912	25.2%
4	4001366	24.0%
2	3822713	22.9%
1	2652322	15.9%
0	1998623	12.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	4208912	25.2%
4	4001366	24.0%
2	3822713	22.9%
1	2652322	15.9%
0	1998623	12.0%

Most occurring characters

Value	Count	Frequency (%)
3	4208912	25.2%
4	4001366	24.0%
2	3822713	22.9%
1	2652322	15.9%
0	1998623	12.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16683936	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	4208912	25.2%
4	4001366	24.0%
2	3822713	22.9%
1	2652322	15.9%
0	1998623	12.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16683936	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	4208912	25.2%
4	4001366	24.0%
2	3822713	22.9%
1	2652322	15.9%
0	1998623	12.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16683936	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	4208912	25.2%
4	4001366	24.0%
2	3822713	22.9%
1	2652322	15.9%
0	1998623	12.0%

consider_score
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

True	11342628
False	5341308

Value	Count	Frequency (%)
True	11342628	68.0%
False	5341308	32.0%

consider_dice
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

True	11302706
False	5381230

Value	Count	Frequency (%)
True	11302706	67.7%
False	5381230	32.3%

require_both
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

False	13159435
True	3524501

Value	Count	Frequency (%)
False	13159435	78.9%
True	3524501	21.1%

smart_five
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

True	11176135
False	5507801

Value	Count	Frequency (%)
True	11176135	67.0%
False	5507801	33.0%

smart_one
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

False	11192076
True	5491860

Value	Count	Frequency (%)
False	11192076	67.1%
True	5491860	32.9%

prefer_score
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

True	8405536
False	8278400

Value	Count	Frequency (%)
True	8405536	50.4%
False	8278400	49.6%

auto_hot_dice
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

True	9517269
False	7166667

Value	Count	Frequency (%)
True	9517269	57.0%
False	7166667	43.0%

run_up_score
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.9 MiB

False	8342532
True	8341404

Value	Count	Frequency (%)
False	8342532	50.0%
True	8341404	50.0%

	auto_hot_dice	consider_dice	consider_score	dice_threshold	prefer_score	require_both	run_up_score	score_threshold	smart_five	smart_one
auto_hot_dice	1.000	0.075	0.001	0.048	0.038	0.074	0.000	0.011	0.001	0.001
consider_dice	0.075	1.000	0.390	0.201	0.327	0.357	0.000	0.006	0.033	0.023
consider_score	0.001	0.390	1.000	0.009	0.243	0.355	0.000	0.058	0.026	0.021
dice_threshold	0.048	0.201	0.009	1.000	0.104	0.241	0.000	0.011	0.044	0.037
prefer_score	0.038	0.327	0.243	0.104	1.000	0.018	0.000	0.026	0.000	0.007
require_both	0.074	0.357	0.355	0.241	0.018	1.000	0.000	0.071	0.013	0.012
run_up_score	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000
score_threshold	0.011	0.006	0.058	0.011	0.026	0.071	0.000	1.000	0.009	0.010
smart_five	0.001	0.033	0.026	0.044	0.000	0.013	0.000	0.009	1.000	0.492
smart_one	0.001	0.023	0.021	0.037	0.007	0.012	0.000	0.010	0.492	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	score_threshold	dice_threshold	consider_score	consider_dice	require_both	smart_five	smart_one	prefer_score	auto_hot_dice	run_up_score
0	900	3	True	True	False	True	True	False	True	True
1	900	3	True	True	False	True	True	False	True	True
2	900	3	True	True	False	True	True	False	True	True
3	900	3	True	True	False	True	True	False	True	True
4	900	3	True	True	False	True	True	False	True	True
5	900	3	True	True	False	True	True	False	True	True
6	900	3	True	True	False	True	True	False	True	True
7	900	3	True	True	False	True	True	False	True	True
8	900	3	True	True	False	True	True	False	True	True
9	900	3	True	True	False	True	True	False	True	True

	score_threshold	consider_score	consider_dice	require_both	smart_five	smart_one	prefer_score	auto_hot_dice	run_up_score
16683926	900	False	True	False	True	False	False	False	True
16683927	400	True	True	True	True	True	True	False	True
16683928	250	False	True	False	False	False	False	False	True
16683929	500	True	True	True	True	False	True	True	True
16683930	700	False	True	False	False	False	False	True	False
16683931	350	False	True	False	True	False	False	False	True
16683932	700	False	True	False	True	False	False	False	False
16683933	800	True	True	True	True	False	False	False	True
16683934	850	True	True	True	True	False	False	False	False
16683935	800	True	True	True	True	False	True	True	True

Most frequently occurring

	score_threshold	dice_threshold	consider_score	consider_dice	require_both	smart_five	smart_one	prefer_score	auto_hot_dice	run_up_score	# duplicates
6537	900	3	True	True	False	True	True	False	True	True	4167
1325	300	4	True	True	True	True	True	False	False	True	4135
1326	300	4	True	True	True	True	True	False	True	False	4134
883	250	4	True	True	True	True	True	False	True	True	4108
6092	850	3	True	True	False	True	True	False	True	False	4107
5649	800	3	True	True	False	True	True	False	True	True	4082
881	250	4	True	True	True	True	True	False	False	True	4077
5648	800	3	True	True	False	True	True	False	True	False	4070
4760	700	3	True	True	False	True	True	False	True	True	4069
1324	300	4	True	True	True	True	True	False	False	False	4066

Overview

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring